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Active Learning

Papers archive 2025-07-28

archive papers tagged: 3,073 · with a code link: 913 · where Syntology ran a sample: 195 (164 with a run with no instrument failure, 31 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (195 of 3,073 tagged: 164 with a run with no instrument failure, 31 where every run was a failure of Syntology's instrument)

Page 12 of 31: papers 1,101 to 1,200 of 3,073, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Active Learning for Robust and Representative LLM Generation in Safety-Critical Scenarios
  14 Oct 2024 0 repositories listed
• ALVIN: Active Learning Via INterpolation
  11 Oct 2024 0 repositories listed
• A Utility-Mining-Driven Active Learning Approach for Analyzing Clickstream Sequences
  9 Oct 2024 0 repositories listed
• MelissaDL x Breed: Towards Data-Efficient On-line Supervised Training of Multi-parametric Surrogates with Active Learning
  8 Oct 2024 0 repositories listed
• Interactive Event Sifting using Bayesian Graph Neural Networks
  7 Oct 2024 0 repositories listed
• Language Model-Driven Data Pruning Enables Efficient Active Learning
  5 Oct 2024 0 repositories listed
• Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes
  3 Oct 2024 0 repositories listed
• Dual Active Learning for Reinforcement Learning from Human Feedback
  3 Oct 2024 0 repositories listed
• GPT-4o as the Gold Standard: A Scalable and General Purpose Approach to Filter Language Model Pretraining Data
  3 Oct 2024 0 repositories listed
• Structural-Entropy-Based Sample Selection for Efficient and Effective Learning
  3 Oct 2024 0 repositories listed
• Provably Accurate Shapley Value Estimation via Leverage Score Sampling
  2 Oct 2024 0 repositories listed
• Sustaining model performance for covid-19 detection from dynamic audio data: Development and evaluation of a comprehensive drift-adaptive framework
  28 Sep 2024 0 repositories listed
• Towards an active-learning approach to resource allocation for population-based damage prognosis
  27 Sep 2024 0 repositories listed
• Dirichlet-Based Coarse-to-Fine Example Selection For Open-Set Annotation
  26 Sep 2024 0 repositories listed
• Reactive Multi-Robot Navigation in Outdoor Environments Through Uncertainty-Aware Active Learning of Human Preference Landscape
  25 Sep 2024 0 repositories listed
• From Passive Watching to Active Learning: Empowering Proactive Participation in Digital Classrooms with AI Video Assistant
  24 Sep 2024 0 repositories listed
• Open-/Closed-loop Active Learning for Data-driven Predictive Control
  24 Sep 2024 0 repositories listed
• Critic Loss for Image Classification
  23 Sep 2024 0 repositories listed
• The trade-off between data minimization and fairness in collaborative filtering
  21 Sep 2024 0 repositories listed
• Accelerating the Training and Improving the Reliability of Machine-Learned Interatomic Potentials for Strongly Anharmonic Materials through Active Learning
  18 Sep 2024 0 repositories listed
• SANE: Strategic Autonomous Non-Smooth Exploration for Multiple Optima Discovery in Multi-modal and Non-differentiable Black-box Functions
  18 Sep 2024 0 repositories listed
• Active learning for energy-based antibody optimization and enhanced screening
  17 Sep 2024 0 repositories listed
• MALADY: Multiclass Active Learning with Auction Dynamics on Graphs
  14 Sep 2024 0 repositories listed
• Crown-Like Structures in Breast Adipose Tissue: Finding a 'Needle-in-a-Haystack' using Artificial Intelligence and Collaborative Active Learning on the Web
  12 Sep 2024 0 repositories listed
• DEMAU: Decompose, Explore, Model and Analyse Uncertainties
  12 Sep 2024 0 repositories listed
• A Scalable Algorithm for Active Learning
  11 Sep 2024 0 repositories listed
• Automated Discovery of Pairwise Interactions from Unstructured Data
  11 Sep 2024 0 repositories listed
• FIRAL: An Active Learning Algorithm for Multinomial Logistic Regression
  11 Sep 2024 0 repositories listed
• STAND: Data-Efficient and Self-Aware Precondition Induction for Interactive Task Learning
  11 Sep 2024 0 repositories listed
• A Bayesian Framework for Active Tactile Object Recognition, Pose Estimation and Shape Transfer Learning
  10 Sep 2024 0 repositories listed
• Applied Federated Model Personalisation in the Industrial Domain: A Comparative Study
  10 Sep 2024 0 repositories listed
• Bounds on the Generalization Error in Active Learning
  10 Sep 2024 0 repositories listed
• Deep Bayesian Active Learning-to-Rank with Relative Annotation for Estimation of Ulcerative Colitis Severity
  8 Sep 2024 0 repositories listed
• Interactive Machine Teaching by Labeling Rules and Instances
  8 Sep 2024 0 repositories listed
• Active learning for regression in engineering populations: A risk-informed approach
  6 Sep 2024 0 repositories listed
• MOBIUS: Towards the Next Generation of Query-Ad Matching in Baidu's Sponsored Search
  5 Sep 2024 0 repositories listed
• An incremental preference elicitation-based approach to learning potentially non-monotonic preferences in multi-criteria sorting
  4 Sep 2024 0 repositories listed
• Facilitating AI and System Operator Synergy: Active Learning-Enhanced Digital Twin Architecture for Day-Ahead Load Forecasting
  31 Aug 2024 0 repositories listed
• Targeting the partition function of chemically disordered materials with a generative approach based on inverse variational autoencoders
  27 Aug 2024 0 repositories listed
• From catch-up to frontier: The utility model as a learning device to escape the middle-income trap
  26 Aug 2024 0 repositories listed
• Understanding Uncertainty-based Active Learning Under Model Mismatch
  24 Aug 2024 0 repositories listed
• Semi-Supervised Variational Adversarial Active Learning via Learning to Rank and Agreement-Based Pseudo Labeling
  23 Aug 2024 0 repositories listed
• Human-In-The-Loop Machine Learning for Safe and Ethical Autonomous Vehicles: Principles, Challenges, and Opportunities
  22 Aug 2024 0 repositories listed
• Active learning for efficient data selection in radio-signal based positioning via deep learning
  21 Aug 2024 0 repositories listed
• Active Learning for Identifying Disaster-Related Tweets: A Comparison with Keyword Filtering and Generic Fine-Tuning
  19 Aug 2024 0 repositories listed
• Active learning of digenic functions with boolean matrix logic programming
  19 Aug 2024 0 repositories listed
• Gravix: Active Learning for Gravitational Waves Classification Algorithms
  18 Aug 2024 0 repositories listed
• Unlocking the Power of LLM Uncertainty for Active In-Context Example Selection
  17 Aug 2024 0 repositories listed
• Robust Active Learning (RoAL): Countering Dynamic Adversaries in Active Learning with Elastic Weight Consolidation
  14 Aug 2024 0 repositories listed
• Reciprocal Learning
  12 Aug 2024 0 repositories listed
• Hyperbolic Learning with Multimodal Large Language Models
  9 Aug 2024 0 repositories listed
• SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios
  8 Aug 2024 0 repositories listed
• Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning
  7 Aug 2024 0 repositories listed
• LLMs as Probabilistic Minimally Adequate Teachers for DFA Learning
  6 Aug 2024 0 repositories listed
• Active Learning for Level Set Estimation Using Randomized Straddle Algorithms
  6 Aug 2024 0 repositories listed
• Active Learning for WBAN-based Health Monitoring
  5 Aug 2024 0 repositories listed
• Bayesian Active Learning for Semantic Segmentation
  3 Aug 2024 0 repositories listed
• Batch Active Learning in Gaussian Process Regression using Derivatives
  3 Aug 2024 0 repositories listed
• PreMix: Addressing Label Scarcity in Whole Slide Image Classification with Pre-trained Multiple Instance Learning Aggregators
  2 Aug 2024 0 repositories listed
• Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence
  26 Jul 2024 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• On the Pros and Cons of Active Learning for Moral Preference Elicitation
  26 Jul 2024 0 repositories listed
• Amortized Active Learning for Nonparametric Functions
  25 Jul 2024 0 repositories listed
• A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks
  24 Jul 2024 0 repositories listed
• Exploring and Addressing Reward Confusion in Offline Preference Learning
  22 Jul 2024 0 repositories listed
• MILAN: Milli-Annotations for Lidar Semantic Segmentation
  22 Jul 2024 0 repositories listed
• Self-driving lab discovers principles for steering spontaneous emission
  22 Jul 2024 0 repositories listed
• Downstream-Pretext Domain Knowledge Traceback for Active Learning
  20 Jul 2024 0 repositories listed
• Enhancing Graph Neural Networks with Limited Labeled Data by Actively Distilling Knowledge from Large Language Models
  19 Jul 2024 0 repositories listed
• Generalized Coverage for More Robust Low-Budget Active Learning
  16 Jul 2024 0 repositories listed
• On Machine Learning Approaches for Protein-Ligand Binding Affinity Prediction
  15 Jul 2024 0 repositories listed
• Learning Weighted Finite Automata over the Max-Plus Semiring and its Termination
  13 Jul 2024 0 repositories listed
• Automated Neural Patent Landscaping in the Small Data Regime
  10 Jul 2024 0 repositories listed
• Feasibility Study on Active Learning of Smart Surrogates for Scientific Simulations
  10 Jul 2024 0 repositories listed
• Pseudo-triplet Guided Few-shot Composed Image Retrieval
  8 Jul 2024 0 repositories listed
• VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool
  7 Jul 2024 0 repositories listed
• Leveraging Data Mining, Active Learning, and Domain Adaptation in a Multi-Stage, Machine Learning-Driven Approach for the Efficient Discovery of Advanced Acidic Oxygen Evolution Electrocatalysts
  5 Jul 2024 0 repositories listed
• Markerless Multi-view 3D Human Pose Estimation: a survey
  4 Jul 2024 0 repositories listed
• Probing Perfection: The Relentless Art of Meddling for Pulmonary Airway Segmentation from HRCT via a Human-AI Collaboration Based Active Learning Method
  3 Jul 2024 0 repositories listed
• CALICO: Confident Active Learning with Integrated Calibration
  2 Jul 2024 0 repositories listed
• Cost-Effective Proxy Reward Model Construction with On-Policy and Active Learning
  2 Jul 2024 0 repositories listed
• Physics-informed active learning with simultaneous weak-form latent space dynamics identification
  29 Jun 2024 0 repositories listed
• Assistive Image Annotation Systems with Deep Learning and Natural Language Capabilities: A Review
  28 Jun 2024 0 repositories listed
• Towards Deep Active Learning in Avian Bioacoustics
  26 Jun 2024 0 repositories listed
• The Use of AI-Robotic Systems for Scientific Discovery
  25 Jun 2024 0 repositories listed
• Active Learning for Fair and Stable Online Allocations
  20 Jun 2024 0 repositories listed
• Generative AI for Enhancing Active Learning in Education: A Comparative Study of GPT-3.5 and GPT-4 in Crafting Customized Test Questions
  20 Jun 2024 0 repositories listed
• Towards Bayesian Data Selection
  18 Jun 2024 0 repositories listed
• Active search for Bifurcations
  17 Jun 2024 0 repositories listed
• Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classification
  17 Jun 2024 0 repositories listed
• Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval
  14 Jun 2024 0 repositories listed
• Online Bandit Learning with Offline Preference Data for Improved RLHF
  13 Jun 2024 0 repositories listed
• Parameter-Efficient Active Learning for Foundational models
  13 Jun 2024 0 repositories listed
• Active learning for affinity prediction of antibodies
  11 Jun 2024 0 repositories listed
• Greedy SLIM: A SLIM-Based Approach For Preference Elicitation
  10 Jun 2024 0 repositories listed
• Provably Neural Active Learning Succeeds via Prioritizing Perplexing Samples
  6 Jun 2024 0 repositories listed
• Simulating, Fast and Slow: Learning Policies for Black-Box Optimization
  6 Jun 2024 0 repositories listed
• Effective Data Selection for Seismic Interpretation through Disagreement
  1 Jun 2024 0 repositories listed
• Enhancing Generative Molecular Design via Uncertainty-guided Fine-tuning of Variational Autoencoders
  31 May 2024 0 repositories listed
• A Survey of Latent Factor Models in Recommender Systems
  28 May 2024 0 repositories listed
• Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images
  28 May 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.